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Author

Lei Xue

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Review Open access Oct 2026

Revisiting Graph Representations for ML-Based Binary Code Similarity Detection: A Systematic Study

Binary Code Similarity Detection (BCSD) is a foundational capability in software security, underpinning critical applications ranging from vulnerability detection to malware analysis. While recent tools based on Machine Learning (ML) have achieved significant performance improvements, their efficacy is heavily continge...

Teng-Teng Yang, Yi-Kun Hu, Ji-Can Zhang et al. · 0 citations
Aug 2026

Shalton: Cross-Runtime Static Analysis for Android Applications

Shalton is introduced, a static analysis framework that analyzes CIL bytecode from C# and Dalvik bytecode from Java and reconstructs interactions between CIL and Dalvik components, enabling existing Android static analyzers to reason about both bytecode formats.

Runze Tan, Jun-Tao Hu, Lei Xue et al. · 0 citations

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